[I 2024-11-18 16:28:26,871] A new study created in memory with name: no-name-c9e23c9e-153f-42f4-9abd-8640931a0e89
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:28:29,664] Trial 0 finished with value: 0.9546807504917391 and parameters: {'filters': 26, 'hidden_layers': 5, 'learning_rate': 0.005171425369246362}. Best is trial 0 with value: 0.9546807504917391.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:28:32,773] Trial 1 finished with value: 0.9581403643546972 and parameters: {'filters': 28, 'hidden_layers': 3, 'learning_rate': 0.00020576311923548715}. Best is trial 1 with value: 0.9581403643546972.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:28:35,529] Trial 2 finished with value: 0.9411090130699838 and parameters: {'filters': 17, 'hidden_layers': 4, 'learning_rate': 0.005887286152040251}. Best is trial 1 with value: 0.9581403643546972.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:28:38,727] Trial 3 finished with value: 0.9609011627906977 and parameters: {'filters': 25, 'hidden_layers': 6, 'learning_rate': 0.0006071492839431914}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:28:40,829] Trial 4 finished with value: 0.9609011627906977 and parameters: {'filters': 18, 'hidden_layers': 2, 'learning_rate': 1.5735517528301824e-05}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:28:43,879] Trial 5 finished with value: 0.9417672413793104 and parameters: {'filters': 29, 'hidden_layers': 6, 'learning_rate': 0.0023154220502613334}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:28:46,210] Trial 6 finished with value: 0.9501786129182157 and parameters: {'filters': 26, 'hidden_layers': 3, 'learning_rate': 0.0009846645476056252}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:28:48,237] Trial 7 finished with value: 0.9581403643546972 and parameters: {'filters': 19, 'hidden_layers': 1, 'learning_rate': 0.00866206411648123}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:28:50,311] Trial 8 finished with value: 0.9434201926384589 and parameters: {'filters': 29, 'hidden_layers': 2, 'learning_rate': 0.0002866431159803829}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:28:53,243] Trial 9 finished with value: 0.9546807504917391 and parameters: {'filters': 30, 'hidden_layers': 6, 'learning_rate': 0.0012753229408864891}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:28:56,064] Trial 10 finished with value: 0.9609011627906977 and parameters: {'filters': 22, 'hidden_layers': 5, 'learning_rate': 6.19750966496952e-05}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:28:58,559] Trial 11 finished with value: 0.9488603977531815 and parameters: {'filters': 22, 'hidden_layers': 1, 'learning_rate': 1.1224076636130892e-05}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:01,419] Trial 12 finished with value: 0.9488603977531815 and parameters: {'filters': 16, 'hidden_layers': 2, 'learning_rate': 1.076301637785815e-05}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:05,835] Trial 13 finished with value: 0.9511429901463796 and parameters: {'filters': 21, 'hidden_layers': 4, 'learning_rate': 5.2409068301942585e-05}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:08,391] Trial 14 finished with value: 0.9411090130699838 and parameters: {'filters': 32, 'hidden_layers': 2, 'learning_rate': 7.765727662704764e-05}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:11,262] Trial 15 finished with value: 0.9503558400781804 and parameters: {'filters': 24, 'hidden_layers': 5, 'learning_rate': 0.0007645140167303439}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:13,655] Trial 16 finished with value: 0.9411090130699838 and parameters: {'filters': 19, 'hidden_layers': 3, 'learning_rate': 2.8897500216707175e-05}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:17,324] Trial 17 finished with value: 0.940761689291101 and parameters: {'filters': 25, 'hidden_layers': 4, 'learning_rate': 0.00019559990753318724}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:20,100] Trial 18 finished with value: 0.9488603977531815 and parameters: {'filters': 20, 'hidden_layers': 2, 'learning_rate': 0.0005076796050874489}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:23,549] Trial 19 finished with value: 0.9354411764705881 and parameters: {'filters': 23, 'hidden_layers': 6, 'learning_rate': 0.00011705347158462055}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:25,738] Trial 20 finished with value: 0.9354411764705881 and parameters: {'filters': 18, 'hidden_layers': 1, 'learning_rate': 2.155882534380306e-05}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:28,960] Trial 21 finished with value: 0.9448387014834381 and parameters: {'filters': 22, 'hidden_layers': 5, 'learning_rate': 3.8265804161481634e-05}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:32,433] Trial 22 finished with value: 0.9545046585573262 and parameters: {'filters': 24, 'hidden_layers': 5, 'learning_rate': 0.00010589100610797862}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:35,481] Trial 23 finished with value: 0.9545046585573262 and parameters: {'filters': 21, 'hidden_layers': 6, 'learning_rate': 1.697843197044029e-05}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:38,382] Trial 24 finished with value: 0.9354411764705881 and parameters: {'filters': 27, 'hidden_layers': 5, 'learning_rate': 4.792680616292653e-05}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:41,619] Trial 25 finished with value: 0.9432967752600392 and parameters: {'filters': 16, 'hidden_layers': 6, 'learning_rate': 0.0006049169212690391}. Best is trial 3 with value: 0.9609011627906977.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:44,637] Trial 26 finished with value: 0.9649302080382715 and parameters: {'filters': 23, 'hidden_layers': 4, 'learning_rate': 0.0018781459527602402}. Best is trial 26 with value: 0.9649302080382715.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:47,245] Trial 27 finished with value: 0.9609011627906977 and parameters: {'filters': 24, 'hidden_layers': 3, 'learning_rate': 0.001984590908002413}. Best is trial 26 with value: 0.9649302080382715.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:50,342] Trial 28 finished with value: 0.9609011627906977 and parameters: {'filters': 26, 'hidden_layers': 4, 'learning_rate': 0.0028714945270377906}. Best is trial 26 with value: 0.9649302080382715.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:53,244] Trial 29 finished with value: 0.9545046585573262 and parameters: {'filters': 25, 'hidden_layers': 4, 'learning_rate': 0.00430709394889137}. Best is trial 26 with value: 0.9649302080382715.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:55,359] Trial 30 finished with value: 0.9411090130699838 and parameters: {'filters': 18, 'hidden_layers': 2, 'learning_rate': 0.00048583228899018997}. Best is trial 26 with value: 0.9649302080382715.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:29:57,957] Trial 31 finished with value: 0.9411090130699838 and parameters: {'filters': 22, 'hidden_layers': 5, 'learning_rate': 0.0014622540824898486}. Best is trial 26 with value: 0.9649302080382715.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:00,762] Trial 32 finished with value: 0.9545046585573262 and parameters: {'filters': 23, 'hidden_layers': 5, 'learning_rate': 0.00018929896935410037}. Best is trial 26 with value: 0.9649302080382715.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:03,655] Trial 33 finished with value: 0.9532081749049428 and parameters: {'filters': 20, 'hidden_layers': 5, 'learning_rate': 0.00032776209867555205}. Best is trial 26 with value: 0.9649302080382715.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:06,594] Trial 34 finished with value: 0.9605913702690378 and parameters: {'filters': 27, 'hidden_layers': 4, 'learning_rate': 1.8303837586508137e-05}. Best is trial 26 with value: 0.9649302080382715.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:09,596] Trial 35 finished with value: 0.9574273518769788 and parameters: {'filters': 23, 'hidden_layers': 6, 'learning_rate': 0.0038392462968081}. Best is trial 26 with value: 0.9649302080382715.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:12,436] Trial 36 finished with value: 0.9411090130699838 and parameters: {'filters': 21, 'hidden_layers': 3, 'learning_rate': 7.643671389880964e-05}. Best is trial 26 with value: 0.9649302080382715.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:14,949] Trial 37 finished with value: 0.9432967752600392 and parameters: {'filters': 25, 'hidden_layers': 3, 'learning_rate': 0.008861374341131212}. Best is trial 26 with value: 0.9649302080382715.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:17,837] Trial 38 finished with value: 0.9417672413793104 and parameters: {'filters': 17, 'hidden_layers': 6, 'learning_rate': 0.0009382150335010226}. Best is trial 26 with value: 0.9649302080382715.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:20,836] Trial 39 finished with value: 0.9411090130699838 and parameters: {'filters': 28, 'hidden_layers': 4, 'learning_rate': 0.0003469831660921412}. Best is trial 26 with value: 0.9649302080382715.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:23,776] Trial 40 finished with value: 0.9651074423480084 and parameters: {'filters': 20, 'hidden_layers': 5, 'learning_rate': 0.0014809916429001852}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:26,689] Trial 41 finished with value: 0.9286734068627451 and parameters: {'filters': 19, 'hidden_layers': 5, 'learning_rate': 0.0014857489875745183}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:29,997] Trial 42 finished with value: 0.954657335907336 and parameters: {'filters': 20, 'hidden_layers': 5, 'learning_rate': 0.0022246085633305882}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:33,108] Trial 43 finished with value: 0.9609011627906977 and parameters: {'filters': 18, 'hidden_layers': 6, 'learning_rate': 0.0011808361480503745}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:35,655] Trial 44 finished with value: 0.9488603977531815 and parameters: {'filters': 22, 'hidden_layers': 4, 'learning_rate': 0.0007112574332119056}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:37,775] Trial 45 finished with value: 0.9272000483792935 and parameters: {'filters': 19, 'hidden_layers': 1, 'learning_rate': 0.00620283565930791}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:40,464] Trial 46 finished with value: 0.9609011627906977 and parameters: {'filters': 17, 'hidden_layers': 5, 'learning_rate': 1.3869735085234318e-05}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:43,958] Trial 47 finished with value: 0.9552562345242306 and parameters: {'filters': 21, 'hidden_layers': 6, 'learning_rate': 2.773215102494035e-05}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:46,648] Trial 48 finished with value: 0.9545046585573262 and parameters: {'filters': 23, 'hidden_layers': 3, 'learning_rate': 0.0027774111715742353}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:49,373] Trial 49 finished with value: 0.9411090130699838 and parameters: {'filters': 20, 'hidden_layers': 4, 'learning_rate': 0.00024486163575249104}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:52,362] Trial 50 finished with value: 0.9501786129182157 and parameters: {'filters': 26, 'hidden_layers': 4, 'learning_rate': 0.000896077130000277}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:54,950] Trial 51 finished with value: 0.9354411764705881 and parameters: {'filters': 24, 'hidden_layers': 2, 'learning_rate': 0.0018782751946028206}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:57,369] Trial 52 finished with value: 0.9490103543660287 and parameters: {'filters': 24, 'hidden_layers': 3, 'learning_rate': 0.0019787165578810167}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:30:59,753] Trial 53 finished with value: 0.9545046585573262 and parameters: {'filters': 25, 'hidden_layers': 3, 'learning_rate': 0.0030440328950155798}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:02,012] Trial 54 finished with value: 0.9609011627906977 and parameters: {'filters': 22, 'hidden_layers': 2, 'learning_rate': 0.00014554918972276883}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:04,298] Trial 55 finished with value: 0.9430435258092738 and parameters: {'filters': 24, 'hidden_layers': 1, 'learning_rate': 0.0011442731863269176}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:06,877] Trial 56 finished with value: 0.9545046585573262 and parameters: {'filters': 23, 'hidden_layers': 3, 'learning_rate': 0.0003989353784910877}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:09,872] Trial 57 finished with value: 0.9546807504917391 and parameters: {'filters': 32, 'hidden_layers': 5, 'learning_rate': 0.0016286310026850574}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:13,182] Trial 58 finished with value: 0.9496918402777779 and parameters: {'filters': 21, 'hidden_layers': 5, 'learning_rate': 6.77029903483215e-05}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:15,566] Trial 59 finished with value: 0.9439162922113289 and parameters: {'filters': 27, 'hidden_layers': 2, 'learning_rate': 0.0006669408534498382}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:18,338] Trial 60 finished with value: 0.9419340276059962 and parameters: {'filters': 25, 'hidden_layers': 4, 'learning_rate': 0.007025242212875157}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:20,979] Trial 61 finished with value: 0.9474358974358974 and parameters: {'filters': 26, 'hidden_layers': 4, 'learning_rate': 0.0029038383454845123}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:23,866] Trial 62 finished with value: 0.9411090130699838 and parameters: {'filters': 28, 'hidden_layers': 4, 'learning_rate': 0.0034388378315324602}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:26,641] Trial 63 finished with value: 0.9587786869133618 and parameters: {'filters': 29, 'hidden_layers': 4, 'learning_rate': 0.005030597880451986}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:29,053] Trial 64 finished with value: 0.9609011627906977 and parameters: {'filters': 26, 'hidden_layers': 3, 'learning_rate': 0.0022843510687924787}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:32,111] Trial 65 finished with value: 0.9474358974358974 and parameters: {'filters': 19, 'hidden_layers': 6, 'learning_rate': 0.0005359806876715862}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:34,921] Trial 66 finished with value: 0.9474358974358974 and parameters: {'filters': 25, 'hidden_layers': 5, 'learning_rate': 0.004468558367742104}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:37,873] Trial 67 finished with value: 0.9488603977531815 and parameters: {'filters': 23, 'hidden_layers': 4, 'learning_rate': 3.516851222690183e-05}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:40,949] Trial 68 finished with value: 0.9411090130699838 and parameters: {'filters': 20, 'hidden_layers': 5, 'learning_rate': 1.0272717251667033e-05}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:43,519] Trial 69 finished with value: 0.9609011627906977 and parameters: {'filters': 22, 'hidden_layers': 3, 'learning_rate': 0.0008705410032921407}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:47,203] Trial 70 finished with value: 0.9355490890688258 and parameters: {'filters': 27, 'hidden_layers': 6, 'learning_rate': 0.002652939794939412}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:50,332] Trial 71 finished with value: 0.9468805704099822 and parameters: {'filters': 16, 'hidden_layers': 6, 'learning_rate': 0.0011929517025716925}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:53,318] Trial 72 finished with value: 0.9432014013118664 and parameters: {'filters': 18, 'hidden_layers': 6, 'learning_rate': 0.0011696689130724699}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:56,090] Trial 73 finished with value: 0.9609011627906977 and parameters: {'filters': 18, 'hidden_layers': 6, 'learning_rate': 0.0018093020848292027}. Best is trial 40 with value: 0.9651074423480084.
<ipython-input-64-78223d0e53e8>:43: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.
eta_global = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2)
[I 2024-11-18 16:31:59,001] Trial 74 finished with value: 0.9301332720588235 and parameters: {'filters': 17, 'hidden_layers': 6, 'learning_rate': 0.0013656051309352561}. Best is trial 40 with value: 0.9651074423480084.